Current 1820 Runs (10/1/21)

Dataset statistics

Number of variables	32
Number of observations	4104
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	249
Duplicate rows (%)	6.1%
Total size in memory	1.0 MiB
Average record size in memory	256.0 B

Variable types

Numeric	30
Categorical	2

Alerts

`rake` has constant value "90.0"	Constant
Dataset has 249 (6.1%) duplicate rows	Duplicates
`latitude` is highly correlated with `delta_logl` and 2 other fields	High correlation
`longitude` is highly correlated with `rake_offset` and 6 other fields	High correlation
`magnitude` is highly correlated with `dip_offset` and 9 other fields	High correlation
`delta_logl` is highly correlated with `latitude` and 10 other fields	High correlation
`delta_logw` is highly correlated with `slip`	High correlation
`depth_offset` is highly correlated with `delta_logl` and 5 other fields	High correlation
`dip_offset` is highly correlated with `magnitude` and 10 other fields	High correlation
`strike_offset` is highly correlated with `strike_offset_param`	High correlation
`rake_offset` is highly correlated with `longitude` and 5 other fields	High correlation
`latitude_param` is highly correlated with `latitude` and 2 other fields	High correlation
`longitude_param` is highly correlated with `longitude` and 6 other fields	High correlation
`length` is highly correlated with `magnitude` and 7 other fields	High correlation
`width` is highly correlated with `magnitude` and 6 other fields	High correlation
`slip` is highly correlated with `latitude` and 14 other fields	High correlation
`dip` is highly correlated with `longitude` and 2 other fields	High correlation
`depth_offset_param` is highly correlated with `delta_logl` and 5 other fields	High correlation
`rake_offset_param` is highly correlated with `longitude` and 5 other fields	High correlation
`dip_offset_param` is highly correlated with `magnitude` and 10 other fields	High correlation
`strike_offset_param` is highly correlated with `strike_offset`	High correlation
`Bulukumba height` is highly correlated with `longitude` and 13 other fields	High correlation
`Bulukumba arrival` is highly correlated with `longitude` and 5 other fields	High correlation
`Sumenep height` is highly correlated with `magnitude` and 8 other fields	High correlation
`Sumenep arrival` is highly correlated with `magnitude` and 6 other fields	High correlation
`Nipa-Nipa height` is highly correlated with `longitude` and 14 other fields	High correlation
`Bima height` is highly correlated with `magnitude` and 11 other fields	High correlation
`latitude` is highly correlated with `delta_logl` and 6 other fields	High correlation
`longitude` is highly correlated with `rake_offset` and 4 other fields	High correlation
`magnitude` is highly correlated with `dip_offset` and 5 other fields	High correlation
`delta_logl` is highly correlated with `latitude` and 6 other fields	High correlation
`delta_logw` is highly correlated with `latitude` and 6 other fields	High correlation
`depth_offset` is highly correlated with `depth_offset_param` and 2 other fields	High correlation
`dip_offset` is highly correlated with `magnitude` and 3 other fields	High correlation
`strike_offset` is highly correlated with `strike_offset_param`	High correlation
`rake_offset` is highly correlated with `longitude` and 2 other fields	High correlation
`fault_idx` is highly correlated with `latitude` and 6 other fields	High correlation
`latitude_param` is highly correlated with `latitude` and 6 other fields	High correlation
`longitude_param` is highly correlated with `longitude` and 4 other fields	High correlation
`length` is highly correlated with `magnitude` and 5 other fields	High correlation
`width` is highly correlated with `latitude` and 8 other fields	High correlation
`slip` is highly correlated with `latitude` and 7 other fields	High correlation
`strike` is highly correlated with `latitude` and 6 other fields	High correlation
`depth_offset_param` is highly correlated with `depth_offset` and 2 other fields	High correlation
`rake_offset_param` is highly correlated with `longitude` and 2 other fields	High correlation
`dip_offset_param` is highly correlated with `magnitude` and 3 other fields	High correlation
`strike_offset_param` is highly correlated with `strike_offset`	High correlation
`Bulukumba height` is highly correlated with `longitude` and 7 other fields	High correlation
`Bulukumba arrival` is highly correlated with `longitude` and 6 other fields	High correlation
`Sumenep arrival` is highly correlated with `magnitude` and 4 other fields	High correlation
`Nipa-Nipa height` is highly correlated with `slip` and 2 other fields	High correlation
`Bima height` is highly correlated with `magnitude` and 3 other fields	High correlation
`latitude` is highly correlated with `fault_idx` and 3 other fields	High correlation
`longitude` is highly correlated with `fault_idx` and 3 other fields	High correlation
`magnitude` is highly correlated with `dip_offset` and 7 other fields	High correlation
`delta_logl` is highly correlated with `fault_idx` and 5 other fields	High correlation
`delta_logw` is highly correlated with `fault_idx` and 3 other fields	High correlation
`depth_offset` is highly correlated with `fault_idx` and 7 other fields	High correlation
`dip_offset` is highly correlated with `magnitude` and 9 other fields	High correlation
`strike_offset` is highly correlated with `fault_idx` and 3 other fields	High correlation
`rake_offset` is highly correlated with `fault_idx` and 3 other fields	High correlation
`fault_idx` is highly correlated with `latitude` and 12 other fields	High correlation
`latitude_param` is highly correlated with `latitude` and 2 other fields	High correlation
`longitude_param` is highly correlated with `longitude` and 2 other fields	High correlation
`length` is highly correlated with `magnitude` and 2 other fields	High correlation
`width` is highly correlated with `magnitude` and 5 other fields	High correlation
`slip` is highly correlated with `magnitude` and 5 other fields	High correlation
`strike` is highly correlated with `rake` and 2 other fields	High correlation
`dip` is highly correlated with `rake` and 2 other fields	High correlation
`depth` is highly correlated with `rake` and 2 other fields	High correlation
`rake` is highly correlated with `latitude` and 18 other fields	High correlation
`depth_offset_param` is highly correlated with `depth_offset` and 5 other fields	High correlation
`rake_offset_param` is highly correlated with `rake_offset` and 1 other fields	High correlation
`dip_offset_param` is highly correlated with `magnitude` and 7 other fields	High correlation
`strike_offset_param` is highly correlated with `strike_offset` and 1 other fields	High correlation
`Bulukumba height` is highly correlated with `depth_offset` and 3 other fields	High correlation
`Bulukumba arrival` is highly correlated with `delta_logl` and 10 other fields	High correlation
`Sumenep height` is highly correlated with `magnitude`	High correlation
`Sumenep arrival` is highly correlated with `latitude` and 20 other fields	High correlation
`Nipa-Nipa height` is highly correlated with `delta_logl` and 7 other fields	High correlation
`Bima height` is highly correlated with `depth_offset` and 4 other fields	High correlation
`fault_idx` is highly correlated with `rake`	High correlation
`rake` is highly correlated with `fault_idx`	High correlation
`latitude` is highly correlated with `longitude` and 20 other fields	High correlation
`longitude` is highly correlated with `latitude` and 23 other fields	High correlation
`magnitude` is highly correlated with `latitude` and 21 other fields	High correlation
`delta_logl` is highly correlated with `latitude` and 23 other fields	High correlation
`delta_logw` is highly correlated with `latitude` and 15 other fields	High correlation
`depth_offset` is highly correlated with `latitude` and 24 other fields	High correlation
`dip_offset` is highly correlated with `latitude` and 24 other fields	High correlation
`strike_offset` is highly correlated with `longitude` and 13 other fields	High correlation
`rake_offset` is highly correlated with `latitude` and 19 other fields	High correlation
`fault_idx` is highly correlated with `latitude` and 15 other fields	High correlation
`latitude_param` is highly correlated with `latitude` and 20 other fields	High correlation
`longitude_param` is highly correlated with `latitude` and 23 other fields	High correlation
`length` is highly correlated with `latitude` and 24 other fields	High correlation
`width` is highly correlated with `latitude` and 25 other fields	High correlation
`slip` is highly correlated with `latitude` and 20 other fields	High correlation
`strike` is highly correlated with `latitude` and 19 other fields	High correlation
`dip` is highly correlated with `latitude` and 23 other fields	High correlation
`depth` is highly correlated with `latitude` and 20 other fields	High correlation
`depth_offset_param` is highly correlated with `latitude` and 24 other fields	High correlation
`rake_offset_param` is highly correlated with `latitude` and 19 other fields	High correlation
`dip_offset_param` is highly correlated with `latitude` and 24 other fields	High correlation
`strike_offset_param` is highly correlated with `longitude` and 13 other fields	High correlation
`Bulukumba height` is highly correlated with `latitude` and 23 other fields	High correlation
`Bulukumba arrival` is highly correlated with `magnitude` and 4 other fields	High correlation
`Sumenep height` is highly correlated with `depth_offset` and 7 other fields	High correlation
`Nipa-Nipa height` is highly correlated with `latitude` and 17 other fields	High correlation
`Bima height` is highly correlated with `longitude` and 17 other fields	High correlation
`depth_offset` has 81 (2.0%) zeros	Zeros
`dip_offset` has 81 (2.0%) zeros	Zeros
`strike_offset` has 81 (2.0%) zeros	Zeros
`rake_offset` has 81 (2.0%) zeros	Zeros
`depth_offset_param` has 81 (2.0%) zeros	Zeros
`rake_offset_param` has 81 (2.0%) zeros	Zeros
`dip_offset_param` has 81 (2.0%) zeros	Zeros
`strike_offset_param` has 81 (2.0%) zeros	Zeros

Reproduction

Analysis started	2021-10-01 22:39:58.482823
Analysis finished	2021-10-01 22:42:17.282618
Duration	2 minutes and 18.8 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

latitude
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	480
Distinct (%)	11.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-7.691213743

Minimum	-8.645750104
Maximum	-3.850392705
Zeros	0
Zeros (%)	0.0%
Negative	4104
Negative (%)	100.0%
Memory size	32.2 KiB

Quantile statistics

Minimum	-8.645750104
5-th percentile	-8.244006908
Q1	-8.015760386
median	-7.856268308
Q3	-7.736077862
95-th percentile	-5.32655045
Maximum	-3.850392705
Range	4.795357399
Interquartile range (IQR)	0.2796825239

Descriptive statistics

Standard deviation	0.7611163298
Coefficient of variation (CV)	-0.0989591962
Kurtosis	7.765455208
Mean	-7.691213743
Median Absolute Deviation (MAD)	0.1594920776
Skewness	2.919620021
Sum	-31564.7412
Variance	0.5792980675
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-8.015760386	800	19.5%
-7.78194075	551	13.4%
-7.595792742	346	8.4%
-7.92660319	156	3.8%
-7.647707917	120	2.9%
-7.775720442	113	2.8%
-7.736077862	97	2.4%
-8.069803222	86	2.1%
-7.80785179	79	1.9%
-7.781870193	78	1.9%
Other values (470)	1678	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-8.645750104	4	0.1%
-8.622735721	5	0.1%
-8.620960312	3	0.1%
-8.60056796	2	< 0.1%
-8.595115381	1	< 0.1%
-8.583504235	1	< 0.1%
-8.576196078	1	< 0.1%
-8.574427204	1	< 0.1%
-8.557645621	1	< 0.1%
-8.556503024	9	0.2%

Value	Count	Frequency (%)
-3.850392705	1	< 0.1%
-4.02382526	6	0.1%
-4.059440185	2	< 0.1%
-4.118474816	1	< 0.1%
-4.142770181	2	< 0.1%
-4.174355918	4	0.1%
-4.383	9	0.2%
-4.412683478	4	0.1%
-4.42073812	6	0.1%
-4.421799888	1	< 0.1%

longitude
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	480
Distinct (%)	11.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	117.2502926

Minimum	114.5089466
Maximum	121.7039161
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.2 KiB

Quantile statistics

Minimum	114.5089466
5-th percentile	114.5516301
Q1	114.716137
median	116.0926319
Q3	119.2246603
95-th percentile	120.8861018
Maximum	121.7039161
Range	7.194969511
Interquartile range (IQR)	4.508523358

Descriptive statistics

Standard deviation	2.34103648
Coefficient of variation (CV)	0.01996614616
Kurtosis	-1.33756534
Mean	117.2502926
Median Absolute Deviation (MAD)	1.541001829
Skewness	0.3573875967
Sum	481195.2008
Variance	5.480451799
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
116.0926319	800	19.5%
114.5516301	551	13.4%
114.716137	346	8.4%
115.9960143	156	3.8%
114.7216749	120	2.9%
117.5433212	113	2.8%
120.8861018	97	2.4%
119.6059696	86	2.1%
120.8133576	79	1.9%
114.6245422	78	1.9%
Other values (470)	1678	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
114.5089466	3	0.1%
114.5126864	2	< 0.1%
114.5250738	1	< 0.1%
114.5389261	3	0.1%
114.539106	2	< 0.1%
114.5516301	551	13.4%
114.5684716	7	0.2%
114.574	11	0.3%
114.5772542	1	< 0.1%
114.5855651	2	< 0.1%

Value	Count	Frequency (%)
121.7039161	3	0.1%
121.7034342	2	< 0.1%
121.6962868	55	1.3%
121.6668876	6	0.1%
121.6308011	1	< 0.1%
121.592114	5	0.1%
121.5535133	35	0.9%
121.3729694	1	< 0.1%
121.3700987	9	0.2%
121.3247853	3	0.1%

magnitude
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	472
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.510345991

Minimum	7.493571603
Maximum	9.433254511
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.2 KiB

Quantile statistics

Minimum	7.493571603
5-th percentile	8.099757223
Q1	8.206997011
median	8.441747871
Q3	8.727248847
95-th percentile	9.019707453
Maximum	9.433254511
Range	1.939682907
Interquartile range (IQR)	0.5202518362

Descriptive statistics

Standard deviation	0.3241867451
Coefficient of variation (CV)	0.03809325091
Kurtosis	-0.1663349908
Mean	8.510345991
Median Absolute Deviation (MAD)	0.2347508602
Skewness	0.3083201147
Sum	34926.45995
Variance	0.1050970457
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.206997011	800	19.5%
8.441747871	551	13.4%
8.91948659	346	8.4%
8.314589555	156	3.8%
8.892014505	120	2.9%
9.019707453	113	2.8%
8.640591515	97	2.4%
8.483715884	86	2.1%
8.798221057	79	1.9%
8.497909711	78	1.9%
Other values (462)	1678	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7.493571603	1	< 0.1%
7.518472096	2	< 0.1%
7.539480836	2	< 0.1%
7.557818031	1	< 0.1%
7.560944244	1	< 0.1%
7.567252344	1	< 0.1%
7.606004735	1	< 0.1%
7.617698818	1	< 0.1%
7.621548386	1	< 0.1%
7.626899547	2	< 0.1%

Value	Count	Frequency (%)
9.433254511	5	0.1%
9.394018621	3	0.1%
9.391686621	1	< 0.1%
9.390434535	1	< 0.1%
9.387941952	1	< 0.1%
9.387783261	16	0.4%
9.37645964	3	0.1%
9.364751928	2	< 0.1%
9.351820292	2	< 0.1%
9.342404254	1	< 0.1%

delta_logl
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	470
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.03517233402

Minimum	-0.5192968179
Maximum	0.143044021
Zeros	36
Zeros (%)	0.9%
Negative	1669
Negative (%)	40.7%
Memory size	32.2 KiB

Quantile statistics

Minimum	-0.5192968179
5-th percentile	-0.4423191359
Q1	-0.01066588085
median	0.01090974984
Q3	0.01893080483
95-th percentile	0.05634065698
Maximum	0.143044021
Range	0.6623408389
Interquartile range (IQR)	0.02959668569

Descriptive statistics

Standard deviation	0.1334010474
Coefficient of variation (CV)	-3.792783479
Kurtosis	5.60097204
Mean	-0.03517233402
Median Absolute Deviation (MAD)	0.01300175687
Skewness	-2.615937034
Sum	-144.3472588
Variance	0.01779583945
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01893080483	800	19.5%
0.01626153084	551	13.4%
-0.01066588085	346	8.4%
0.01871373044	156	3.8%
-0.01339587976	120	2.9%
-0.03223482337	113	2.8%
-0.008880734572	97	2.4%
-0.1420235014	86	2.1%
0.007073413841	79	1.9%
0.02531721983	78	1.9%
Other values (460)	1678	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.5192968179	3	0.1%
-0.5175897476	1	< 0.1%
-0.5124430905	2	< 0.1%
-0.5110866987	1	< 0.1%
-0.5110237414	2	< 0.1%
-0.505906412	2	< 0.1%
-0.5033247295	3	0.1%
-0.5023857397	6	0.1%
-0.501368354	29	0.7%
-0.5	45	1.1%

Value	Count	Frequency (%)
0.143044021	1	< 0.1%
0.1413944362	1	< 0.1%
0.1400073827	3	0.1%
0.1386342477	1	< 0.1%
0.1364473173	2	< 0.1%
0.1315892999	1	< 0.1%
0.1292443141	1	< 0.1%
0.128082835	1	< 0.1%
0.1264153776	1	< 0.1%
0.124712449	1	< 0.1%

delta_logw
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	470
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.06758215717

Minimum	-0.5418709556
Maximum	0.06087105835
Zeros	36
Zeros (%)	0.9%
Negative	3677
Negative (%)	89.6%
Memory size	32.2 KiB

Quantile statistics

Minimum	-0.5418709556
5-th percentile	-0.4923328659
Q1	-0.04664398492
median	-0.02524937135
Q3	-0.01296884156
95-th percentile	0.009616159957
Maximum	0.06087105835
Range	0.6027420139
Interquartile range (IQR)	0.03367514336

Descriptive statistics

Standard deviation	0.1352756817
Coefficient of variation (CV)	-2.001647882
Kurtosis	5.802585953
Mean	-0.06758215717
Median Absolute Deviation (MAD)	0.01228052979
Skewness	-2.725793748
Sum	-277.357173
Variance	0.01829951007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.01296884156	800	19.5%
-0.03715318959	551	13.4%
-0.02276414968	346	8.4%
-0.01390151	156	3.8%
-0.03689213259	120	2.9%
0.007795087776	113	2.8%
-0.02524937135	97	2.4%
-0.04719187299	86	2.1%
-0.03234556923	79	1.9%
-0.04806558954	78	1.9%
Other values (460)	1678	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.5418709556	4	0.1%
-0.5351231522	6	0.1%
-0.5333620886	1	< 0.1%
-0.5287625149	2	< 0.1%
-0.5261206503	2	< 0.1%
-0.5253661267	2	< 0.1%
-0.5233951276	2	< 0.1%
-0.5226971876	1	< 0.1%
-0.5217331441	29	0.7%
-0.5214489322	8	0.2%

Value	Count	Frequency (%)
0.06087105835	1	< 0.1%
0.05366062797	5	0.1%
0.05310673102	1	< 0.1%
0.05190470341	6	0.1%
0.04839030339	3	0.1%
0.04813350705	9	0.2%
0.04764993994	2	< 0.1%
0.04449668991	1	< 0.1%
0.03958217089	6	0.1%
0.02971133707	3	0.1%

depth_offset
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	469
Distinct (%)	11.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.169661956

Minimum	-15.9007862
Maximum	20.07231299
Zeros	81
Zeros (%)	2.0%
Negative	1102
Negative (%)	26.9%
Memory size	32.2 KiB

Quantile statistics

Minimum	-15.9007862
5-th percentile	-7.444220488
Q1	-0.4202219617
median	6.966967795
Q3	10.10694517
95-th percentile	13.89668023
Maximum	20.07231299
Range	35.97309919
Interquartile range (IQR)	10.52716714

Descriptive statistics

Standard deviation	7.502521834
Coefficient of variation (CV)	1.451259656
Kurtosis	-0.3154862736
Mean	5.169661956
Median Absolute Deviation (MAD)	6.929712435
Skewness	-0.5062567429
Sum	21216.29267
Variance	56.28783387
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.89668023	800	19.5%
10.10694517	551	13.4%
6.966967795	346	8.4%
9.626890268	156	3.8%
3.990032308	120	2.9%
-5.375906202	113	2.8%
8.70843338	97	2.4%
1.505087454	86	2.1%
0	81	2.0%
12.34681829	79	1.9%
Other values (459)	1675	40.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-15.9007862	4	0.1%
-15.44585811	67	1.6%
-15.13253636	1	< 0.1%
-14.92760465	1	< 0.1%
-14.89197375	2	< 0.1%
-14.7123971	1	< 0.1%
-14.63812831	2	< 0.1%
-14.62398509	1	< 0.1%
-14.0723735	1	< 0.1%
-13.60553276	1	< 0.1%

Value	Count	Frequency (%)
20.07231299	3	0.1%
19.77308399	7	0.2%
19.6782998	11	0.3%
19.54531393	1	< 0.1%
19.28452078	2	< 0.1%
19.18212328	1	< 0.1%
19.17458602	2	< 0.1%
19.11528402	1	< 0.1%
18.9232958	1	< 0.1%
18.76938032	3	0.1%

dip_offset
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	469
Distinct (%)	11.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.132289543

Minimum	-202.0014356
Maximum	134.3923186
Zeros	81
Zeros (%)	2.0%
Negative	1376
Negative (%)	33.5%
Memory size	32.2 KiB

Quantile statistics

Minimum	-202.0014356
5-th percentile	-68.51802941
Q1	-17.67482624
median	19.03496576
Q3	47.13182069
95-th percentile	83.77633911
Maximum	134.3923186
Range	336.3937543
Interquartile range (IQR)	64.80664693

Descriptive statistics

Standard deviation	52.79163631
Coefficient of variation (CV)	7.401779749
Kurtosis	1.553959025
Mean	7.132289543
Median Absolute Deviation (MAD)	28.09685493
Skewness	-0.8190161451
Sum	29270.91628
Variance	2786.956864
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47.13182069	800	19.5%
33.05026111	551	13.4%
-68.51802941	346	8.4%
35.92315188	156	3.8%
-38.71640383	120	2.9%
-63.36579798	113	2.8%
-64.42384533	97	2.4%
33.59999884	86	2.1%
0	81	2.0%
-87.5607661	79	1.9%
Other values (459)	1675	40.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-202.0014356	2	< 0.1%
-200.7714137	5	0.1%
-199.9888445	3	0.1%
-199.7286826	1	< 0.1%
-195.9317545	6	0.1%
-194.780301	1	< 0.1%
-194.0669593	1	< 0.1%
-193.8668722	1	< 0.1%
-193.6844018	7	0.2%
-190.9668264	1	< 0.1%

Value	Count	Frequency (%)
134.3923186	33	0.8%
129.8522635	55	1.3%
99.18316124	35	0.9%
99.08100191	3	0.1%
95.14906515	1	< 0.1%
93.15893786	3	0.1%
89.06444454	9	0.2%
86.88715659	1	< 0.1%
86.6657012	1	< 0.1%
83.77633911	69	1.7%

strike_offset
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	469
Distinct (%)	11.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.831342341

Minimum	-20.73581437
Maximum	68.48469578
Zeros	81
Zeros (%)	2.0%
Negative	1269
Negative (%)	30.9%
Memory size	32.2 KiB

Quantile statistics

Minimum	-20.73581437
5-th percentile	-7.230781051
Q1	-2.179726903
median	0.318342764
Q3	4.414899987
95-th percentile	21.51481389
Maximum	68.48469578
Range	89.22051015
Interquartile range (IQR)	6.59462689

Descriptive statistics

Standard deviation	11.04557198
Coefficient of variation (CV)	3.901178541
Kurtosis	11.13246992
Mean	2.831342341
Median Absolute Deviation (MAD)	2.692319661
Skewness	2.806078285
Sum	11619.82897
Variance	122.0046604
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.318342764	800	19.5%
4.414899987	551	13.4%
-2.294830226	346	8.4%
4.783729536	156	3.8%
-2.179726903	120	2.9%
1.729528535	113	2.8%
2.863373965	97	2.4%
-20.73581437	86	2.1%
0	81	2.0%
11.01143846	79	1.9%
Other values (459)	1675	40.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-20.73581437	86	2.1%
-15.44707909	1	< 0.1%
-14.13469121	2	< 0.1%
-13.9222817	3	0.1%
-13.89477543	7	0.2%
-13.72585259	2	< 0.1%
-13.11547451	1	< 0.1%
-12.89106094	2	< 0.1%
-12.80463647	1	< 0.1%
-12.63115572	1	< 0.1%

Value	Count	Frequency (%)
68.48469578	1	< 0.1%
65.15319063	2	< 0.1%
63.16204379	1	< 0.1%
62.24748247	2	< 0.1%
61.35858809	1	< 0.1%
60.72922968	4	0.1%
59.22349564	1	< 0.1%
58.16803549	1	< 0.1%
56.37297454	1	< 0.1%
54.83455547	67	1.6%

rake_offset
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	469
Distinct (%)	11.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-9.191691829

Minimum	-61.61916909
Maximum	26.48797319
Zeros	81
Zeros (%)	2.0%
Negative	2563
Negative (%)	62.5%
Memory size	32.2 KiB

Quantile statistics

Minimum	-61.61916909
5-th percentile	-40.35292605
Q1	-17.1343741
median	-6.722126282
Q3	3.937519326
95-th percentile	16.8469514
Maximum	26.48797319
Range	88.10714229
Interquartile range (IQR)	21.07189343

Descriptive statistics

Standard deviation	18.52561468
Coefficient of variation (CV)	-2.015473868
Kurtosis	-0.8866353369
Mean	-9.191691829
Median Absolute Deviation (MAD)	10.65964561
Skewness	-0.3569463844
Sum	-37722.70327
Variance	343.1983993
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-17.1343741	800	19.5%
-40.35292605	551	13.4%
3.937519326	346	8.4%
-8.584052246	156	3.8%
11.37410469	120	2.9%
-0.3020913996	113	2.8%
10.91910276	97	2.4%
11.49842304	86	2.1%
0	81	2.0%
16.8469514	79	1.9%
Other values (459)	1675	40.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-61.61916909	1	< 0.1%
-59.88059143	1	< 0.1%
-56.46112966	1	< 0.1%
-54.3652177	2	< 0.1%
-53.7189754	1	< 0.1%
-53.43067691	1	< 0.1%
-51.30141533	1	< 0.1%
-49.91277766	1	< 0.1%
-49.68879578	1	< 0.1%
-48.41208663	1	< 0.1%

Value	Count	Frequency (%)
26.48797319	6	0.1%
24.82606384	10	0.2%
24.39762972	3	0.1%
23.4666354	6	0.1%
22.70913796	1	< 0.1%
22.30411644	33	0.8%
20.85365769	2	< 0.1%
20.62309288	1	< 0.1%
20.39982727	31	0.8%
20.29710944	1	< 0.1%

fault_idx
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.2 KiB

0.0	3782
1.0	322

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	3782	92.2%
1.0	322	7.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	3782	92.2%
1.0	322	7.8%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

slurm_id
Real number (ℝ_≥0)

Distinct	20
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43923595.89

Minimum	43798087
Maximum	43936962
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.2 KiB

Quantile statistics

Minimum	43798087
5-th percentile	43798087
Q1	43936162
median	43936184
Q3	43936884
95-th percentile	43936908
Maximum	43936962
Range	138875
Interquartile range (IQR)	722

Descriptive statistics

Standard deviation	40272.88859
Coefficient of variation (CV)	0.0009168850539
Kurtosis	5.825651114
Mean	43923595.89
Median Absolute Deviation (MAD)	700
Skewness	-2.79677504
Sum	1.802624375 × 10¹¹
Variance	1621905555
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
43936884	1001	24.4%
43936162	701	17.1%
43936170	483	11.8%
43798087	383	9.3%
43936158	333	8.1%
43936184	243	5.9%
43936902	243	5.9%
43936908	163	4.0%
43936892	143	3.5%
43936962	143	3.5%
Other values (10)	268	6.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
43798087	383	9.3%
43935796	3	0.1%
43936044	23	0.6%
43936102	3	0.1%
43936137	13	0.3%
43936141	53	1.3%
43936152	3	0.1%
43936158	333	8.1%
43936162	701	17.1%
43936163	33	0.8%

Value	Count	Frequency (%)
43936962	143	3.5%
43936908	163	4.0%
43936902	243	5.9%
43936892	143	3.5%
43936884	1001	24.4%
43936658	133	3.2%
43936184	243	5.9%
43936183	3	0.1%
43936170	483	11.8%
43936164	1	< 0.1%

latitude_param
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	480
Distinct (%)	11.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-7.691213743

Minimum	-8.645750104
Maximum	-3.850392705
Zeros	0
Zeros (%)	0.0%
Negative	4104
Negative (%)	100.0%
Memory size	32.2 KiB

Quantile statistics

Minimum	-8.645750104
5-th percentile	-8.244006908
Q1	-8.015760386
median	-7.856268308
Q3	-7.736077862
95-th percentile	-5.32655045
Maximum	-3.850392705
Range	4.795357399
Interquartile range (IQR)	0.2796825239

Descriptive statistics

Standard deviation	0.7611163298
Coefficient of variation (CV)	-0.0989591962
Kurtosis	7.765455208
Mean	-7.691213743
Median Absolute Deviation (MAD)	0.1594920776
Skewness	2.919620021
Sum	-31564.7412
Variance	0.5792980675
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-8.015760386	800	19.5%
-7.78194075	551	13.4%
-7.595792742	346	8.4%
-7.92660319	156	3.8%
-7.647707917	120	2.9%
-7.775720442	113	2.8%
-7.736077862	97	2.4%
-8.069803222	86	2.1%
-7.80785179	79	1.9%
-7.781870193	78	1.9%
Other values (470)	1678	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-8.645750104	4	0.1%
-8.622735721	5	0.1%
-8.620960312	3	0.1%
-8.60056796	2	< 0.1%
-8.595115381	1	< 0.1%
-8.583504235	1	< 0.1%
-8.576196078	1	< 0.1%
-8.574427204	1	< 0.1%
-8.557645621	1	< 0.1%
-8.556503024	9	0.2%

Value	Count	Frequency (%)
-3.850392705	1	< 0.1%
-4.02382526	6	0.1%
-4.059440185	2	< 0.1%
-4.118474816	1	< 0.1%
-4.142770181	2	< 0.1%
-4.174355918	4	0.1%
-4.383	9	0.2%
-4.412683478	4	0.1%
-4.42073812	6	0.1%
-4.421799888	1	< 0.1%

longitude_param
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	480
Distinct (%)	11.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	117.2502926

Minimum	114.5089466
Maximum	121.7039161
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.2 KiB

Quantile statistics

Minimum	114.5089466
5-th percentile	114.5516301
Q1	114.716137
median	116.0926319
Q3	119.2246603
95-th percentile	120.8861018
Maximum	121.7039161
Range	7.194969511
Interquartile range (IQR)	4.508523358

Descriptive statistics

Standard deviation	2.34103648
Coefficient of variation (CV)	0.01996614616
Kurtosis	-1.33756534
Mean	117.2502926
Median Absolute Deviation (MAD)	1.541001829
Skewness	0.3573875967
Sum	481195.2008
Variance	5.480451799
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
116.0926319	800	19.5%
114.5516301	551	13.4%
114.716137	346	8.4%
115.9960143	156	3.8%
114.7216749	120	2.9%
117.5433212	113	2.8%
120.8861018	97	2.4%
119.6059696	86	2.1%
120.8133576	79	1.9%
114.6245422	78	1.9%
Other values (470)	1678	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
114.5089466	3	0.1%
114.5126864	2	< 0.1%
114.5250738	1	< 0.1%
114.5389261	3	0.1%
114.539106	2	< 0.1%
114.5516301	551	13.4%
114.5684716	7	0.2%
114.574	11	0.3%
114.5772542	1	< 0.1%
114.5855651	2	< 0.1%

Value	Count	Frequency (%)
121.7039161	3	0.1%
121.7034342	2	< 0.1%
121.6962868	55	1.3%
121.6668876	6	0.1%
121.6308011	1	< 0.1%
121.592114	5	0.1%
121.5535133	35	0.9%
121.3729694	1	< 0.1%
121.3700987	9	0.2%
121.3247853	3	0.1%

length
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	473
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	367704.9854

Minimum	68402.51717
Maximum	1145031.542
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.2 KiB

Quantile statistics

Minimum	68402.51717
5-th percentile	117771.4623
Q1	258158.9382
median	340475.1893
Q3	457647.7326
95-th percentile	611069.551
Maximum	1145031.542
Range	1076629.025
Interquartile range (IQR)	199488.7944

Descriptive statistics

Standard deviation	175943.7849
Coefficient of variation (CV)	0.4784917037
Kurtosis	2.899336102
Mean	367704.9854
Median Absolute Deviation (MAD)	82316.25108
Skewness	1.280145702
Sum	1509061260
Variance	3.095621545 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
258158.9382	800	19.5%
340475.1893	551	13.4%
569120.7535	346	8.4%
293753.8457	156	3.8%
547136.4577	120	2.9%
611069.551	113	2.8%
408335.4657	97	2.4%
248751.8462	86	2.1%
512240.4448	79	1.9%
371994.0738	78	1.9%
Other values (463)	1678	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
68402.51717	1	< 0.1%
71414.17386	1	< 0.1%
75832.12478	2	< 0.1%
76602.52493	1	< 0.1%
79663.68107	4	0.1%
80274.50151	1	< 0.1%
80994.39316	1	< 0.1%
81070.00329	2	< 0.1%
81817.5598	2	< 0.1%
82071.42171	1	< 0.1%

Value	Count	Frequency (%)
1145031.542	5	0.1%
1111558.494	16	0.4%
1096135.828	1	< 0.1%
1085167.349	1	< 0.1%
1078723.272	3	0.1%
1078324.641	1	< 0.1%
1077360.481	3	0.1%
1048039.885	10	0.2%
1047854.97	2	< 0.1%
1042921.498	5	0.1%

width
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	473
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	130331.5456

Minimum	32500.61672
Maximum	232082.7756
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.2 KiB

Quantile statistics

Minimum	32500.61672
5-th percentile	44889.61021
Q1	112590.8818
median	125187.8442
Q3	159554.1728
95-th percentile	195962.4265
Maximum	232082.7756
Range	199582.1588
Interquartile range (IQR)	46963.29097

Descriptive statistics

Standard deviation	40438.46584
Coefficient of variation (CV)	0.3102738148
Kurtosis	0.292114367
Mean	130331.5456
Median Absolute Deviation (MAD)	15641.93812
Skewness	-0.2367825171
Sum	534880663.1
Variance	1635269520
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
112590.8818	800	19.5%
125187.8442	551	13.4%
179846.7076	346	8.4%
120994.3007	156	3.8%
170826.0814	120	2.9%
206752.2769	113	2.8%
147558.7394	97	2.4%
125916.1248	86	2.1%
161821.1983	79	1.9%
126898.0003	78	1.9%
Other values (463)	1678	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
32500.61672	2	< 0.1%
32834.02846	4	0.1%
33163.55821	3	0.1%
33951.6851	1	< 0.1%
34717.51767	5	0.1%
34881.08165	1	< 0.1%
35538.64127	1	< 0.1%
35712.89048	1	< 0.1%
35718.13153	1	< 0.1%
35887.86055	2	< 0.1%

Value	Count	Frequency (%)
232082.7756	16	0.4%
229792.88	1	< 0.1%
228024.5372	1	< 0.1%
227455.9483	10	0.2%
224658.0068	2	< 0.1%
222851.5499	5	0.1%
221906.3174	5	0.1%
220169.5947	2	< 0.1%
220082.7304	15	0.4%
219962.5496	3	0.1%

slip
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	474
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.096372674

Minimum	0.5736916245
Maximum	59.91191944
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.2 KiB

Quantile statistics

Minimum	0.5736916245
5-th percentile	1.920146
Q1	1.97262775
median	3.317521723
Q3	6.562404232
95-th percentile	19.82582383
Maximum	59.91191944
Range	59.33822781
Interquartile range (IQR)	4.589776481

Descriptive statistics

Standard deviation	8.107941703
Coefficient of variation (CV)	1.329961624
Kurtosis	17.22460373
Mean	6.096372674
Median Absolute Deviation (MAD)	1.344893972
Skewness	3.874386489
Sum	25019.51345
Variance	65.73871866
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.97262775	800	19.5%
3.026315378	551	13.4%
6.562404232	346	8.4%
2.339245846	156	3.8%
6.535998334	120	2.9%
7.51554092	113	2.8%
4.254467822	97	2.4%
4.760649109	86	2.1%
5.330430873	79	1.9%
3.317521723	78	1.9%
Other values (464)	1678	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.5736916245	1	< 0.1%
0.6103699245	1	< 0.1%
0.638736448	2	< 0.1%
0.6426932986	1	< 0.1%
0.6484517258	1	< 0.1%
0.6499428722	1	< 0.1%
0.6521956903	1	< 0.1%
0.6529772665	1	< 0.1%
0.6610917246	4	0.1%
0.6640871006	2	< 0.1%

Value	Count	Frequency (%)
59.91191944	3	0.1%
58.94312149	17	0.4%
54.39284833	2	< 0.1%
53.71655518	1	< 0.1%
53.06185519	1	< 0.1%
52.40169733	3	0.1%
50.39472636	2	< 0.1%
48.14852604	2	< 0.1%
47.86387516	1	< 0.1%
46.64604594	29	0.7%

strike
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	480
Distinct (%)	11.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	94.65152258

Minimum	71.81014199
Maximum	189.4580714
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.2 KiB

Quantile statistics

Minimum	71.81014199
5-th percentile	79.23133054
Q1	88.4010992
median	88.47016173
Q3	88.78133468
95-th percentile	158.9054309
Maximum	189.4580714
Range	117.6479294
Interquartile range (IQR)	0.3802354835

Descriptive statistics

Standard deviation	20.71121794
Coefficient of variation (CV)	0.2188154757
Kurtosis	6.189275205
Mean	94.65152258
Median Absolute Deviation (MAD)	0.3111729552
Skewness	2.677606679
Sum	388449.8487
Variance	428.9545485
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88.69736897	800	19.5%
88.4010992	551	13.4%
88.42974883	346	8.4%
88.78133468	156	3.8%
88.47016173	120	2.9%
104.6357437	113	2.8%
86.22624075	97	2.4%
79.23133054	86	2.1%
86.69629782	79	1.9%
88.4683273	78	1.9%
Other values (470)	1678	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
71.81014199	55	1.3%
73.62038076	6	0.1%
74.48742469	35	0.9%
76.298911	3	0.1%
77.74871149	2	< 0.1%
78.96922487	3	0.1%
79.05833624	1	< 0.1%
79.0587492	2	< 0.1%
79.06551483	2	< 0.1%
79.09359146	1	< 0.1%

Value	Count	Frequency (%)
189.4580714	4	0.1%
176.4741001	1	< 0.1%
176.3744729	3	0.1%
176.162999	6	0.1%
176.0058201	2	< 0.1%
175.6651126	1	< 0.1%
175.4864288	2	< 0.1%
175.1276747	4	0.1%
173.1116229	9	0.2%
172.8064125	6	0.1%

dip
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	360
Distinct (%)	8.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31.34444867

Minimum	23.9523714
Maximum	40.63336572
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.2 KiB

Quantile statistics

Minimum	23.9523714
5-th percentile	25
Q1	27.86086123
median	29.02737066
Q3	36.48231383
95-th percentile	40.24526151
Maximum	40.63336572
Range	16.68099432
Interquartile range (IQR)	8.6214526

Descriptive statistics

Standard deviation	4.848436996
Coefficient of variation (CV)	0.1546824781
Kurtosis	-1.348592384
Mean	31.34444867
Median Absolute Deviation (MAD)	3.771495629
Skewness	0.3481689495
Sum	128637.6174
Variance	23.50734131
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27.86086123	800	19.5%
36.5815801	551	13.4%
36.48231383	346	8.4%
25	322	7.8%
29.02737066	156	3.8%
36.43413492	120	2.9%
40.24526151	113	2.8%
30.85585213	97	2.4%
26.72180284	86	2.1%
30.05829921	79	1.9%
Other values (350)	1434	34.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
23.9523714	1	< 0.1%
23.96028642	1	< 0.1%
23.96099312	1	< 0.1%
23.97210736	2	< 0.1%
23.97662812	1	< 0.1%
23.97686026	1	< 0.1%
23.98866877	1	< 0.1%
24.0155849	3	0.1%
24.02078456	1	< 0.1%
24.05335456	1	< 0.1%

Value	Count	Frequency (%)
40.63336572	33	0.8%
40.30981668	5	0.1%
40.24750835	69	1.7%
40.24526151	113	2.8%
40.18021398	9	0.2%
40.04244721	5	0.1%
39.94841332	7	0.2%
39.92514991	5	0.1%
39.87061534	1	< 0.1%
39.79060669	1	< 0.1%

depth
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	480
Distinct (%)	11.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20499.74808

Minimum	14539.92662
Maximum	42322.88314
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.2 KiB

Quantile statistics

Minimum	14539.92662
5-th percentile	17019.75087
Q1	19652.43301
median	20619.9275
Q3	20692.73714
95-th percentile	25698.15854
Maximum	42322.88314
Range	27782.95652
Interquartile range (IQR)	1040.304133

Descriptive statistics

Standard deviation	2328.821891
Coefficient of variation (CV)	0.1136024638
Kurtosis	19.85649504
Mean	20499.74808
Median Absolute Deviation (MAD)	944.1987302
Skewness	2.871077792
Sum	84130966.14
Variance	5423411.398
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19652.43301	800	19.5%
20692.73714	551	13.4%
20677.07106	346	8.4%
19675.72877	156	3.8%
20629.89085	120	2.9%
21795.78745	113	2.8%
17726.63962	97	2.4%
19109.95014	86	2.1%
17019.75087	79	1.9%
20619.9275	78	1.9%
Other values (470)	1678	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14539.92662	6	0.1%
14827.02275	1	< 0.1%
14830.62666	3	0.1%
14860.38299	7	0.2%
14872.75396	2	< 0.1%
14873.46907	1	< 0.1%
14887.33497	1	< 0.1%
14902.3977	1	< 0.1%
14935.738	1	< 0.1%
14937.55676	11	0.3%

Value	Count	Frequency (%)
42322.88314	8	0.2%
37523.6461	1	< 0.1%
36903.29972	2	< 0.1%
34070.31043	2	< 0.1%
33796.1539	1	< 0.1%
31359.01995	1	< 0.1%
30842.28063	6	0.1%
29891.40977	4	0.1%
29761.14052	4	0.1%
29739.43196	1	< 0.1%

rake
Categorical

CONSTANT
HIGH CORRELATION
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.2 KiB

90.0	4104

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	90.0
2nd row	90.0
3rd row	90.0
4th row	90.0
5th row	90.0

Common Values

Value	Count	Frequency (%)
90.0	4104	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
90.0	4104	100.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

depth_offset_param
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	469
Distinct (%)	11.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.169661956

Minimum	-15.9007862
Maximum	20.07231299
Zeros	81
Zeros (%)	2.0%
Negative	1102
Negative (%)	26.9%
Memory size	32.2 KiB

Quantile statistics

Minimum	-15.9007862
5-th percentile	-7.444220488
Q1	-0.4202219617
median	6.966967795
Q3	10.10694517
95-th percentile	13.89668023
Maximum	20.07231299
Range	35.97309919
Interquartile range (IQR)	10.52716714

Descriptive statistics

Standard deviation	7.502521834
Coefficient of variation (CV)	1.451259656
Kurtosis	-0.3154862736
Mean	5.169661956
Median Absolute Deviation (MAD)	6.929712435
Skewness	-0.5062567429
Sum	21216.29267
Variance	56.28783387
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.89668023	800	19.5%
10.10694517	551	13.4%
6.966967795	346	8.4%
9.626890268	156	3.8%
3.990032308	120	2.9%
-5.375906202	113	2.8%
8.70843338	97	2.4%
1.505087454	86	2.1%
0	81	2.0%
12.34681829	79	1.9%
Other values (459)	1675	40.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-15.9007862	4	0.1%
-15.44585811	67	1.6%
-15.13253636	1	< 0.1%
-14.92760465	1	< 0.1%
-14.89197375	2	< 0.1%
-14.7123971	1	< 0.1%
-14.63812831	2	< 0.1%
-14.62398509	1	< 0.1%
-14.0723735	1	< 0.1%
-13.60553276	1	< 0.1%

Value	Count	Frequency (%)
20.07231299	3	0.1%
19.77308399	7	0.2%
19.6782998	11	0.3%
19.54531393	1	< 0.1%
19.28452078	2	< 0.1%
19.18212328	1	< 0.1%
19.17458602	2	< 0.1%
19.11528402	1	< 0.1%
18.9232958	1	< 0.1%
18.76938032	3	0.1%

rake_offset_param
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	469
Distinct (%)	11.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-9.191691829

Minimum	-61.61916909
Maximum	26.48797319
Zeros	81
Zeros (%)	2.0%
Negative	2563
Negative (%)	62.5%
Memory size	32.2 KiB

Quantile statistics

Minimum	-61.61916909
5-th percentile	-40.35292605
Q1	-17.1343741
median	-6.722126282
Q3	3.937519326
95-th percentile	16.8469514
Maximum	26.48797319
Range	88.10714229
Interquartile range (IQR)	21.07189343

Descriptive statistics

Standard deviation	18.52561468
Coefficient of variation (CV)	-2.015473868
Kurtosis	-0.8866353369
Mean	-9.191691829
Median Absolute Deviation (MAD)	10.65964561
Skewness	-0.3569463844
Sum	-37722.70327
Variance	343.1983993
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-17.1343741	800	19.5%
-40.35292605	551	13.4%
3.937519326	346	8.4%
-8.584052246	156	3.8%
11.37410469	120	2.9%
-0.3020913996	113	2.8%
10.91910276	97	2.4%
11.49842304	86	2.1%
0	81	2.0%
16.8469514	79	1.9%
Other values (459)	1675	40.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-61.61916909	1	< 0.1%
-59.88059143	1	< 0.1%
-56.46112966	1	< 0.1%
-54.3652177	2	< 0.1%
-53.7189754	1	< 0.1%
-53.43067691	1	< 0.1%
-51.30141533	1	< 0.1%
-49.91277766	1	< 0.1%
-49.68879578	1	< 0.1%
-48.41208663	1	< 0.1%

Value	Count	Frequency (%)
26.48797319	6	0.1%
24.82606384	10	0.2%
24.39762972	3	0.1%
23.4666354	6	0.1%
22.70913796	1	< 0.1%
22.30411644	33	0.8%
20.85365769	2	< 0.1%
20.62309288	1	< 0.1%
20.39982727	31	0.8%
20.29710944	1	< 0.1%

dip_offset_param
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	469
Distinct (%)	11.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.132289543

Minimum	-202.0014356
Maximum	134.3923186
Zeros	81
Zeros (%)	2.0%
Negative	1376
Negative (%)	33.5%
Memory size	32.2 KiB

Quantile statistics

Minimum	-202.0014356
5-th percentile	-68.51802941
Q1	-17.67482624
median	19.03496576
Q3	47.13182069
95-th percentile	83.77633911
Maximum	134.3923186
Range	336.3937543
Interquartile range (IQR)	64.80664693

Descriptive statistics

Standard deviation	52.79163631
Coefficient of variation (CV)	7.401779749
Kurtosis	1.553959025
Mean	7.132289543
Median Absolute Deviation (MAD)	28.09685493
Skewness	-0.8190161451
Sum	29270.91628
Variance	2786.956864
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47.13182069	800	19.5%
33.05026111	551	13.4%
-68.51802941	346	8.4%
35.92315188	156	3.8%
-38.71640383	120	2.9%
-63.36579798	113	2.8%
-64.42384533	97	2.4%
33.59999884	86	2.1%
0	81	2.0%
-87.5607661	79	1.9%
Other values (459)	1675	40.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-202.0014356	2	< 0.1%
-200.7714137	5	0.1%
-199.9888445	3	0.1%
-199.7286826	1	< 0.1%
-195.9317545	6	0.1%
-194.780301	1	< 0.1%
-194.0669593	1	< 0.1%
-193.8668722	1	< 0.1%
-193.6844018	7	0.2%
-190.9668264	1	< 0.1%

Value	Count	Frequency (%)
134.3923186	33	0.8%
129.8522635	55	1.3%
99.18316124	35	0.9%
99.08100191	3	0.1%
95.14906515	1	< 0.1%
93.15893786	3	0.1%
89.06444454	9	0.2%
86.88715659	1	< 0.1%
86.6657012	1	< 0.1%
83.77633911	69	1.7%

strike_offset_param
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	469
Distinct (%)	11.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.831342341

Minimum	-20.73581437
Maximum	68.48469578
Zeros	81
Zeros (%)	2.0%
Negative	1269
Negative (%)	30.9%
Memory size	32.2 KiB

Quantile statistics

Minimum	-20.73581437
5-th percentile	-7.230781051
Q1	-2.179726903
median	0.318342764
Q3	4.414899987
95-th percentile	21.51481389
Maximum	68.48469578
Range	89.22051015
Interquartile range (IQR)	6.59462689

Descriptive statistics

Standard deviation	11.04557198
Coefficient of variation (CV)	3.901178541
Kurtosis	11.13246992
Mean	2.831342341
Median Absolute Deviation (MAD)	2.692319661
Skewness	2.806078285
Sum	11619.82897
Variance	122.0046604
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.318342764	800	19.5%
4.414899987	551	13.4%
-2.294830226	346	8.4%
4.783729536	156	3.8%
-2.179726903	120	2.9%
1.729528535	113	2.8%
2.863373965	97	2.4%
-20.73581437	86	2.1%
0	81	2.0%
11.01143846	79	1.9%
Other values (459)	1675	40.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-20.73581437	86	2.1%
-15.44707909	1	< 0.1%
-14.13469121	2	< 0.1%
-13.9222817	3	0.1%
-13.89477543	7	0.2%
-13.72585259	2	< 0.1%
-13.11547451	1	< 0.1%
-12.89106094	2	< 0.1%
-12.80463647	1	< 0.1%
-12.63115572	1	< 0.1%

Value	Count	Frequency (%)
68.48469578	1	< 0.1%
65.15319063	2	< 0.1%
63.16204379	1	< 0.1%
62.24748247	2	< 0.1%
61.35858809	1	< 0.1%
60.72922968	4	0.1%
59.22349564	1	< 0.1%
58.16803549	1	< 0.1%
56.37297454	1	< 0.1%
54.83455547	67	1.6%

slurm_id_param
Real number (ℝ_≥0)

Distinct	20
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43923595.89

Minimum	43798087
Maximum	43936962
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.2 KiB

Quantile statistics

Minimum	43798087
5-th percentile	43798087
Q1	43936162
median	43936184
Q3	43936884
95-th percentile	43936908
Maximum	43936962
Range	138875
Interquartile range (IQR)	722

Descriptive statistics

Standard deviation	40272.88859
Coefficient of variation (CV)	0.0009168850539
Kurtosis	5.825651114
Mean	43923595.89
Median Absolute Deviation (MAD)	700
Skewness	-2.79677504
Sum	1.802624375 × 10¹¹
Variance	1621905555
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
43936884	1001	24.4%
43936162	701	17.1%
43936170	483	11.8%
43798087	383	9.3%
43936158	333	8.1%
43936184	243	5.9%
43936902	243	5.9%
43936908	163	4.0%
43936892	143	3.5%
43936962	143	3.5%
Other values (10)	268	6.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
43798087	383	9.3%
43935796	3	0.1%
43936044	23	0.6%
43936102	3	0.1%
43936137	13	0.3%
43936141	53	1.3%
43936152	3	0.1%
43936158	333	8.1%
43936162	701	17.1%
43936163	33	0.8%

Value	Count	Frequency (%)
43936962	143	3.5%
43936908	163	4.0%
43936902	243	5.9%
43936892	143	3.5%
43936884	1001	24.4%
43936658	133	3.2%
43936184	243	5.9%
43936183	3	0.1%
43936170	483	11.8%
43936164	1	< 0.1%

Bulukumba height
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	488
Distinct (%)	11.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.671116916

Minimum	0.042591229
Maximum	18.4635813
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.2 KiB

Quantile statistics

Minimum	0.042591229
5-th percentile	0.1712082203
Q1	0.326751814
median	0.688597846
Q3	2.80231216
95-th percentile	5.68517529
Maximum	18.4635813
Range	18.42099007
Interquartile range (IQR)	2.475560346

Descriptive statistics

Standard deviation	2.080193176
Coefficient of variation (CV)	1.244792124
Kurtosis	6.183209971
Mean	1.671116916
Median Absolute Deviation (MAD)	0.507077566
Skewness	2.095191981
Sum	6858.263823
Variance	4.327203649
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.326751814	800	19.5%
0.1712082203	551	13.4%
0.688597846	346	8.4%
0.5025009793	156	3.8%
0.9527716523	120	2.9%
2.36782945	113	2.8%
3.207160755	97	2.4%
2.80231216	86	2.1%
3.24109893	79	1.9%
0.2950202573	78	1.9%
Other values (478)	1678	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.042591229	4	0.1%
0.045445256	3	0.1%
0.05966216067	1	< 0.1%
0.07538178933	2	< 0.1%
0.08008916	1	< 0.1%
0.09564817733	2	< 0.1%
0.09587054633	2	< 0.1%
0.096168795	1	< 0.1%
0.1037910013	1	< 0.1%
0.1114859743	1	< 0.1%

Value	Count	Frequency (%)
18.4635813	3	0.1%
14.96536963	1	< 0.1%
13.25436767	2	< 0.1%
11.83310133	2	< 0.1%
10.86338917	4	0.1%
10.52999327	3	0.1%
10.52753027	1	< 0.1%
10.2286912	2	< 0.1%
10.20074633	10	0.2%
10.012892	1	< 0.1%

Bulukumba arrival
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	276
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.11895134 × 10⁹⁷

Minimum	-1.66665 × 10⁹⁷
Maximum	75.31938333
Zeros	0
Zeros (%)	0.0%
Negative	2772
Negative (%)	67.5%
Memory size	32.2 KiB

Quantile statistics

Minimum	-1.66665 × 10⁹⁷
5-th percentile	-1.66665 × 10⁹⁷
Q1	-1.66665 × 10⁹⁷
median	-1.66665 × 10⁹⁷
Q3	42.88916
95-th percentile	57.36946778
Maximum	75.31938333
Range	1.66665 × 10⁹⁷
Interquartile range (IQR)	1.66665 × 10⁹⁷

Descriptive statistics

Standard deviation	7.796681476 × 10⁹⁶
Coefficient of variation (CV)	-0.6967846765
Kurtosis	nan
Mean	-1.11895134 × 10⁹⁷
Median Absolute Deviation (MAD)	0
Skewness	0.73013648
Sum	-4.5921763 × 10¹⁰⁰
Variance	6.078824204 × 10¹⁹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.66665 × 10⁹⁷	2738	66.7%
43.35164056	113	2.8%
68.18800944	97	2.4%
52.89612722	86	2.1%
65.641975	79	1.9%
50.00364333	67	1.6%
47.33293167	62	1.5%
48.78201944	43	1.0%
57.36946778	31	0.8%
44.84801	30	0.7%
Other values (266)	758	18.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.66665 × 10⁹⁷	2738	66.7%
-1.1111 × 10⁹⁷	18	0.4%
-5.5555 × 10⁹⁶	16	0.4%
0.1744496667	7	0.2%
2.992913667	1	< 0.1%
9.809422389	1	< 0.1%
11.10476111	1	< 0.1%
11.26311761	2	< 0.1%
11.68023478	10	0.2%
12.02803578	1	< 0.1%

Value	Count	Frequency (%)
75.31938333	9	0.2%
68.18800944	97	2.4%
65.641975	79	1.9%
62.04057111	3	0.1%
57.36946778	31	0.8%
55.94530889	1	< 0.1%
54.28293111	2	< 0.1%
53.85239778	2	< 0.1%
53.76674889	1	< 0.1%
53.43583278	1	< 0.1%

Sumenep height
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	488
Distinct (%)	11.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-301.2991976

Minimum	-9997.330189
Maximum	3.21049387
Zeros	0
Zeros (%)	0.0%
Negative	124
Negative (%)	3.0%
Memory size	32.2 KiB

Quantile statistics

Minimum	-9997.330189
5-th percentile	0.07451547133
Q1	0.3270198273
median	0.4508975067
Q3	0.981695032
95-th percentile	2.141131511
Maximum	3.21049387
Range	10000.54068
Interquartile range (IQR)	0.6546752047

Descriptive statistics

Standard deviation	1711.618438
Coefficient of variation (CV)	-5.680793218
Kurtosis	28.16368239
Mean	-301.2991976
Median Absolute Deviation (MAD)	0.14636392
Skewness	-5.490897206
Sum	-1236531.907
Variance	2929637.678
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3270198273	800	19.5%
0.4317665567	551	13.4%
1.699056	346	8.4%
0.508497203	156	3.8%
-9997.125386	120	2.9%
3.21049387	113	2.8%
0.54035258	97	2.4%
0.5439988187	86	2.1%
0.5161989003	79	1.9%
0.5972614267	78	1.9%
Other values (478)	1678	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9997.330189	2	< 0.1%
-9997.125386	120	2.9%
-9996.748364	2	< 0.1%
0.01417548733	1	< 0.1%
0.014970815	2	< 0.1%
0.01529158333	1	< 0.1%
0.01565169967	2	< 0.1%
0.016533061	4	0.1%
0.02952941767	6	0.1%
0.02991759367	6	0.1%

Value	Count	Frequency (%)
3.21049387	113	2.8%
2.82980158	1	< 0.1%
2.60606473	3	0.1%
2.59603213	3	0.1%
2.55663828	1	< 0.1%
2.54942929	4	0.1%
2.48198527	1	< 0.1%
2.46391942	15	0.4%
2.45857218	1	< 0.1%
2.39744309	1	< 0.1%

Sumenep arrival
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	95
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.352325658 × 10⁹⁷

Minimum	-1.66665 × 10⁹⁷
Maximum	299.3123
Zeros	0
Zeros (%)	0.0%
Negative	3330
Negative (%)	81.1%
Memory size	32.2 KiB

Quantile statistics

Minimum	-1.66665 × 10⁹⁷
5-th percentile	-1.66665 × 10⁹⁷
Q1	-1.66665 × 10⁹⁷
median	-1.66665 × 10⁹⁷
Q3	-1.66665 × 10⁹⁷
95-th percentile	159.1973811
Maximum	299.3123
Range	1.66665 × 10⁹⁷
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6.520525073 × 10⁹⁶
Coefficient of variation (CV)	-0.4821712163
Kurtosis	nan
Mean	-1.352325658 × 10⁹⁷
Median Absolute Deviation (MAD)	0
Skewness	1.592674515
Sum	-5.5499445 × 10¹⁰⁰
Variance	4.251724723 × 10¹⁹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.66665 × 10⁹⁷	3330	81.1%
159.1973811	346	8.4%
149.0346733	113	2.8%
169.1963333	29	0.7%
147.1726183	17	0.4%
258.01415	16	0.4%
241.1606	15	0.4%
243.3984333	14	0.3%
148.0883717	13	0.3%
233.4711333	10	0.2%
Other values (85)	201	4.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.66665 × 10⁹⁷	3330	81.1%
99.24556556	1	< 0.1%
101.8182817	1	< 0.1%
102.4216361	3	0.1%
102.5856939	1	< 0.1%
107.2355856	5	0.1%
107.4649133	4	0.1%
107.8357972	3	0.1%
108.7751633	2	< 0.1%
109.8476417	2	< 0.1%

Value	Count	Frequency (%)
299.3123	3	0.1%
276.2772944	2	< 0.1%
275.68915	1	< 0.1%
274.7191167	1	< 0.1%
273.7798889	1	< 0.1%
258.01415	16	0.4%
253.2589333	3	0.1%
252.9360667	2	< 0.1%
248.9565833	5	0.1%
245.8262556	1	< 0.1%

Nipa-Nipa height
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	488
Distinct (%)	11.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.179754773

Minimum	0.0225016
Maximum	16.03151937
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.2 KiB

Quantile statistics

Minimum	0.0225016
5-th percentile	0.1345243333
Q1	0.2042258333
median	0.6193179667
Q3	1.5894395
95-th percentile	4.25136638
Maximum	16.03151937
Range	16.00901777
Interquartile range (IQR)	1.385213667

Descriptive statistics

Standard deviation	1.663302948
Coefficient of variation (CV)	1.409871768
Kurtosis	16.10022481
Mean	1.179754773
Median Absolute Deviation (MAD)	0.4847936333
Skewness	3.401342249
Sum	4841.71359
Variance	2.766576696
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1345243333	800	19.5%
0.2042258333	551	13.4%
0.9179366	346	8.4%
0.2775563333	156	3.8%
0.7842391667	120	2.9%
1.5894395	113	2.8%
1.666266133	97	2.4%
1.558701933	86	2.1%
1.966479033	79	1.9%
0.3280892	78	1.9%
Other values (478)	1678	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0225016	3	0.1%
0.02321563333	4	0.1%
0.0324837	1	< 0.1%
0.0339232	2	< 0.1%
0.0419181	2	< 0.1%
0.04470303333	1	< 0.1%
0.04584026667	2	< 0.1%
0.06918166667	1	< 0.1%
0.0694746	1	< 0.1%
0.0735651	1	< 0.1%

Value	Count	Frequency (%)
16.03151937	1	< 0.1%
14.7010548	3	0.1%
13.16053577	1	< 0.1%
12.49535153	1	< 0.1%
12.37788267	2	< 0.1%
12.37334473	1	< 0.1%
12.34793903	2	< 0.1%
11.96841	3	0.1%
11.6849307	3	0.1%
11.1817535	10	0.2%

Bima height
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	488
Distinct (%)	11.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2687.441088

Minimum	-3332.154855
Maximum	7.81638323
Zeros	0
Zeros (%)	0.0%
Negative	3311
Negative (%)	80.7%
Memory size	32.2 KiB

Quantile statistics

Minimum	-3332.154855
5-th percentile	-3332.130994
Q1	-3332.099059
median	-3332.004482
Q3	-3331.000677
95-th percentile	3.475098787
Maximum	7.81638323
Range	3339.971238
Interquartile range (IQR)	1.098382333

Descriptive statistics

Standard deviation	1317.013941
Coefficient of variation (CV)	-0.4900624417
Kurtosis	0.4167600834
Mean	-2687.441088
Median Absolute Deviation (MAD)	0.1265122667
Skewness	1.554527486
Sum	-11029258.22
Variance	1734525.722
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-3332.130994	800	19.5%
-3332.099059	551	13.4%
-3332.001527	346	8.4%
-3332.084302	156	3.8%
-3332.031097	120	2.9%
3.475098787	113	2.8%
-3331.000677	97	2.4%
3.279351103	86	2.1%
2.92453637	79	1.9%
-3332.041935	78	1.9%
Other values (478)	1678	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3332.154855	2	< 0.1%
-3332.154502	1	< 0.1%
-3332.151967	2	< 0.1%
-3332.151563	4	0.1%
-3332.150963	1	< 0.1%
-3332.149483	6	0.1%
-3332.148583	6	0.1%
-3332.146172	1	< 0.1%
-3332.146089	6	0.1%
-3332.143703	4	0.1%

Value	Count	Frequency (%)
7.81638323	31	0.8%
6.3069043	5	0.1%
5.9210726	1	< 0.1%
5.6766835	1	< 0.1%
5.548623313	1	< 0.1%
5.4515312	3	0.1%
5.3070631	1	< 0.1%
5.2238283	1	< 0.1%
5.1253682	1	< 0.1%
5.037066	3	0.1%

slurm_id_output
Real number (ℝ_≥0)

Distinct	20
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43923595.89

Minimum	43798087
Maximum	43936962
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.2 KiB

Quantile statistics

Minimum	43798087
5-th percentile	43798087
Q1	43936162
median	43936184
Q3	43936884
95-th percentile	43936908
Maximum	43936962
Range	138875
Interquartile range (IQR)	722

Descriptive statistics

Standard deviation	40272.88859
Coefficient of variation (CV)	0.0009168850539
Kurtosis	5.825651114
Mean	43923595.89
Median Absolute Deviation (MAD)	700
Skewness	-2.79677504
Sum	1.802624375 × 10¹¹
Variance	1621905555
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
43936884	1001	24.4%
43936162	701	17.1%
43936170	483	11.8%
43798087	383	9.3%
43936158	333	8.1%
43936184	243	5.9%
43936902	243	5.9%
43936908	163	4.0%
43936892	143	3.5%
43936962	143	3.5%
Other values (10)	268	6.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
43798087	383	9.3%
43935796	3	0.1%
43936044	23	0.6%
43936102	3	0.1%
43936137	13	0.3%
43936141	53	1.3%
43936152	3	0.1%
43936158	333	8.1%
43936162	701	17.1%
43936163	33	0.8%

Value	Count	Frequency (%)
43936962	143	3.5%
43936908	163	4.0%
43936902	243	5.9%
43936892	143	3.5%
43936884	1001	24.4%
43936658	133	3.2%
43936184	243	5.9%
43936183	3	0.1%
43936170	483	11.8%
43936164	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	latitude	longitude	magnitude	delta_logl	delta_logw	depth_offset	dip_offset	strike_offset	rake_offset	fault_idx	slurm_id	latitude_param	longitude_param	length	width	slip	strike	dip	depth	rake	depth_offset_param	rake_offset_param	dip_offset_param	strike_offset_param	slurm_id_param	Bulukumba height	Bulukumba arrival	Sumenep height	Sumenep arrival	Nipa-Nipa height	Bima height	slurm_id_output
0	-7.741000	119.128000	8.500000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.0	43936152	-7.741000	119.128000	351813.782903	141953.411537	3.158503	83.423356	28.296096	20272.537554	90.0	0.000000	0.000000	0.000000	0.000000	43936152	2.746717	46.219231	0.814877	-1.666650e+97	1.636942	-3331.283950	43936152
1	-7.741000	119.128000	8.500000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.0	43936152	-7.741000	119.128000	351813.782903	141953.411537	3.158503	83.423356	28.296096	20272.537554	90.0	0.000000	0.000000	0.000000	0.000000	43936152	2.746717	46.219231	0.814877	-1.666650e+97	1.636942	-3331.283950	43936152
2	-7.800657	119.067598	8.492728	-0.016183	-0.003185	0.146242	3.167388	4.929807	4.329952	0.0	43936152	-7.800657	119.067598	335987.602367	140211.866291	3.265305	84.136573	27.749183	20384.977473	90.0	0.146242	4.329952	3.167388	4.929807	43936152	2.542908	47.305031	0.831664	-1.666650e+97	1.518573	-3331.278784	43936152
3	-5.557000	120.516000	8.900000	-0.500000	-0.500000	0.000000	0.000000	0.000000	0.000000	1.0	43936137	-5.557000	120.516000	180165.282713	59133.797505	58.943121	160.480774	25.000000	19993.419264	90.0	0.000000	0.000000	0.000000	0.000000	43936137	10.200746	11.680235	2.141587	2.334711e+02	11.181753	-3331.102626	43936137
4	-5.557000	120.516000	8.900000	-0.500000	-0.500000	0.000000	0.000000	0.000000	0.000000	1.0	43936137	-5.557000	120.516000	180165.282713	59133.797505	58.943121	160.480774	25.000000	19993.419264	90.0	0.000000	0.000000	0.000000	0.000000	43936137	10.200746	11.680235	2.141587	2.334711e+02	11.181753	-3331.102626	43936137
5	-5.557000	120.516000	8.900000	-0.500000	-0.500000	0.000000	0.000000	0.000000	0.000000	1.0	43936137	-5.557000	120.516000	180165.282713	59133.797505	58.943121	160.480774	25.000000	19993.419264	90.0	0.000000	0.000000	0.000000	0.000000	43936137	10.200746	11.680235	2.141587	2.334711e+02	11.181753	-3331.102626	43936137
6	-5.557000	120.516000	8.900000	-0.500000	-0.500000	0.000000	0.000000	0.000000	0.000000	1.0	43936137	-5.557000	120.516000	180165.282713	59133.797505	58.943121	160.480774	25.000000	19993.419264	90.0	0.000000	0.000000	0.000000	0.000000	43936137	10.200746	11.680235	2.141587	2.334711e+02	11.181753	-3331.102626	43936137
7	-5.557000	120.516000	8.900000	-0.500000	-0.500000	0.000000	0.000000	0.000000	0.000000	1.0	43936137	-5.557000	120.516000	180165.282713	59133.797505	58.943121	160.480774	25.000000	19993.419264	90.0	0.000000	0.000000	0.000000	0.000000	43936137	10.200746	11.680235	2.141587	2.334711e+02	11.181753	-3331.102626	43936137
8	-5.557000	120.516000	8.900000	-0.500000	-0.500000	0.000000	0.000000	0.000000	0.000000	1.0	43936137	-5.557000	120.516000	180165.282713	59133.797505	58.943121	160.480774	25.000000	19993.419264	90.0	0.000000	0.000000	0.000000	0.000000	43936137	10.200746	11.680235	2.141587	2.334711e+02	11.181753	-3331.102626	43936137
9	-5.557000	120.516000	8.900000	-0.500000	-0.500000	0.000000	0.000000	0.000000	0.000000	1.0	43936137	-5.557000	120.516000	180165.282713	59133.797505	58.943121	160.480774	25.000000	19993.419264	90.0	0.000000	0.000000	0.000000	0.000000	43936137	10.200746	11.680235	2.141587	2.334711e+02	11.181753	-3331.102626	43936137

Last rows

	latitude	longitude	magnitude	delta_logl	delta_logw	depth_offset	dip_offset	strike_offset	rake_offset	fault_idx	slurm_id	latitude_param	longitude_param	length	width	slip	strike	dip	depth	rake	depth_offset_param	rake_offset_param	dip_offset_param	strike_offset_param	slurm_id_param	Bulukumba height	Bulukumba arrival	Sumenep height	Sumenep arrival	Nipa-Nipa height	Bima height	slurm_id_output
4094	-5.334398	120.520535	8.831764	-0.482675	-0.512459	-0.977883	9.373726	-1.058943	-3.982618	1.0	43936044	-5.334398	120.520535	172695.913602	54822.491714	52.401697	158.888651	25.0	25960.928794	90.0	-0.977883	-3.982618	9.373726	-1.058943	43936044	10.529993	15.502268	1.604140	2.397354e+02	11.684931	-3331.250388	43936044
4095	-5.381043	120.435162	8.841932	-0.495470	-0.508973	-0.316567	3.212069	-1.368671	-1.610915	1.0	43936044	-5.381043	120.435162	169749.422802	55652.866775	54.392848	158.436946	25.0	20969.888297	90.0	-0.316567	-1.610915	3.212069	-1.368671	43936044	10.228691	11.263118	1.588877	2.451396e+02	12.347939	-3331.357844	43936044
4096	-5.381043	120.435162	8.841932	-0.495470	-0.508973	-0.316567	3.212069	-1.368671	-1.610915	1.0	43936044	-5.381043	120.435162	169749.422802	55652.866775	54.392848	158.436946	25.0	20969.888297	90.0	-0.316567	-1.610915	3.212069	-1.368671	43936044	10.228691	11.263118	1.588877	2.451396e+02	12.347939	-3331.357844	43936044
4097	-5.413774	120.417955	8.833003	-0.491954	-0.507778	-0.674698	-1.456393	-3.140962	-0.295872	1.0	43936044	-5.413774	120.417955	169297.700013	55463.923588	53.061855	158.573617	25.0	19811.465159	90.0	-0.674698	-0.295872	-1.456393	-3.140962	43936044	10.012892	11.104761	1.612938	2.458263e+02	12.373345	-3331.411563	43936044
4098	-5.365058	120.297610	8.648523	-0.499096	-0.522697	-0.822384	-1.186943	0.624825	-3.680715	1.0	43936044	-5.365058	120.297610	133337.722157	47194.383715	41.867851	158.580996	25.0	17932.152368	90.0	-0.822384	-3.680715	-1.186943	0.624825	43936044	7.768277	12.028036	0.765181	-1.666650e+97	13.160536	-3331.746677	43936044
4099	-5.321918	120.442642	8.718725	-0.511087	-0.521280	-1.727106	2.738689	-2.333265	5.176199	1.0	43936044	-5.321918	120.442642	141158.119562	49695.125298	47.863875	158.398124	25.0	23013.186270	90.0	-1.727106	5.176199	2.738689	-2.333265	43936044	6.408698	13.647704	1.182858	-1.666650e+97	9.586534	-3331.676670	43936044
4100	-5.393075	120.492197	8.671052	-0.512443	-0.526121	-0.983807	1.659368	-2.032950	3.846855	1.0	43936044	-5.393075	120.492197	132860.972065	47556.301711	45.072528	158.823056	25.0	23077.330824	90.0	-0.983807	3.846855	1.659368	-2.032950	43936044	8.884014	15.908001	1.177938	-1.666650e+97	9.311714	-3331.627757	43936044
4101	-5.393075	120.492197	8.671052	-0.512443	-0.526121	-0.983807	1.659368	-2.032950	3.846855	1.0	43936044	-5.393075	120.492197	132860.972065	47556.301711	45.072528	158.823056	25.0	23077.330824	90.0	-0.983807	3.846855	1.659368	-2.032950	43936044	8.884014	15.908001	1.177938	-1.666650e+97	9.311714	-3331.627757	43936044
4102	-5.315118	120.522541	8.728655	-0.499453	-0.528763	-1.729698	-0.145066	0.300619	7.171122	1.0	43936044	-5.315118	120.522541	146736.072607	49181.589816	48.148526	158.897229	25.0	26602.419860	90.0	-1.729698	7.171122	-0.145066	0.300619	43936044	11.833101	17.899058	1.337636	-1.666650e+97	10.447230	-3331.563981	43936044
4103	-5.315118	120.522541	8.728655	-0.499453	-0.528763	-1.729698	-0.145066	0.300619	7.171122	1.0	43936044	-5.315118	120.522541	146736.072607	49181.589816	48.148526	158.897229	25.0	26602.419860	90.0	-1.729698	7.171122	-0.145066	0.300619	43936044	11.833101	17.899058	1.337636	-1.666650e+97	10.447230	-3331.563981	43936044

Most frequently occurring

	latitude	longitude	magnitude	delta_logl	delta_logw	depth_offset	dip_offset	strike_offset	rake_offset	slurm_id	latitude_param	longitude_param	length	width	slip	strike	dip	depth	rake	depth_offset_param	rake_offset_param	dip_offset_param	strike_offset_param	slurm_id_param	Bulukumba height	Bulukumba arrival	Sumenep height	Sumenep arrival	Nipa-Nipa height	Bima height	slurm_id_output	# duplicates
99	-8.015760	116.092632	8.206997	0.018931	-0.012969	13.896680	47.131821	0.318343	-17.134374	43936884	-8.015760	116.092632	258158.938250	112590.881832	1.972628	88.697369	27.860861	19652.433007	90.0	13.896680	-17.134374	47.131821	0.318343	43936884	0.326752	-1.666650e+97	0.327020	-1.666650e+97	0.134524	-3332.130994	43936884	800
147	-7.781941	114.551630	8.441748	0.016262	-0.037153	10.106945	33.050261	4.414900	-40.352926	43936162	-7.781941	114.551630	340475.189326	125187.844247	3.026315	88.401099	36.581580	20692.737140	90.0	10.106945	-40.352926	33.050261	4.414900	43936162	0.171208	-1.666650e+97	0.431767	-1.666650e+97	0.204226	-3332.099059	43936162	551
175	-7.595793	114.716137	8.919487	-0.010666	-0.022764	6.966968	-68.518029	-2.294830	3.937519	43936170	-7.595793	114.716137	569120.753494	179846.707615	6.562404	88.429749	36.482314	20677.071061	90.0	6.966968	3.937519	-68.518029	-2.294830	43936170	0.688598	-1.666650e+97	1.699056	1.591974e+02	0.917937	-3332.001527	43936170	346
123	-7.926603	115.996014	8.314590	0.018714	-0.013902	9.626890	35.923152	4.783730	-8.584052	43936884	-7.926603	115.996014	293753.845706	120994.300715	2.339246	88.781335	29.027371	19675.728774	90.0	9.626890	-8.584052	35.923152	4.783730	43936884	0.502501	-1.666650e+97	0.508497	-1.666650e+97	0.277556	-3332.084302	43936884	156
172	-7.647708	114.721675	8.892015	-0.013396	-0.036892	3.990032	-38.716404	-2.179727	11.374105	43936170	-7.647708	114.721675	547136.457676	170826.081407	6.535998	88.470162	36.434135	20629.890854	90.0	3.990032	11.374105	-38.716404	-2.179727	43936170	0.952772	-1.666650e+97	-9997.125386	-1.666650e+97	0.784239	-3332.031097	43936170	120
149	-7.775720	117.543321	9.019707	-0.032235	0.007795	-5.375906	-63.365798	1.729529	-0.302091	43936892	-7.775720	117.543321	611069.550969	206752.276870	7.515541	104.635744	40.245262	21795.787450	90.0	-5.375906	-0.302091	-63.365798	1.729529	43936892	2.367829	4.335164e+01	3.210494	1.490347e+02	1.589439	3.475099	43936892	113
159	-7.736078	120.886102	8.640592	-0.008881	-0.025249	8.708433	-64.423845	2.863374	10.919103	43936158	-7.736078	120.886102	408335.465689	147558.739426	4.254468	86.226241	30.855852	17726.639625	90.0	8.708433	10.919103	-64.423845	2.863374	43936158	3.207161	6.818801e+01	0.540353	-1.666650e+97	1.666266	-3331.000677	43936158	97
82	-8.069803	119.605970	8.483716	-0.142024	-0.047192	1.505087	33.599999	-20.735814	11.498423	43936902	-8.069803	119.605970	248751.846246	125916.124773	4.760649	79.231331	26.721803	19109.950137	90.0	1.505087	11.498423	33.599999	-20.735814	43936902	2.802312	5.289613e+01	0.543999	-1.666650e+97	1.558702	3.279351	43936902	86
144	-7.807852	120.813358	8.798221	0.007073	-0.032346	12.346818	-87.560766	11.011438	16.846951	43936158	-7.807852	120.813358	512240.444849	161821.198291	5.330431	86.696298	30.058299	17019.750869	90.0	12.346818	16.846951	-87.560766	11.011438	43936158	3.241099	6.564198e+01	0.516199	-1.666650e+97	1.966479	2.924536	43936158	79
148	-7.781870	114.624542	8.497910	0.025317	-0.048066	5.493964	15.576685	-4.532993	-36.122695	43936162	-7.781870	114.624542	371994.073756	126898.000264	3.317522	88.468327	36.485627	20619.927504	90.0	5.493964	-36.122695	15.576685	-4.532993	43936162	0.295020	-1.666650e+97	0.597261	-1.666650e+97	0.328089	-3332.041935	43936162	78

Overview

Variables

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Cramér's V (φc)

Phik (φk)

Missing values

Sample

First rows

Last rows

Duplicate rows

Most frequently occurring